Challenges in Deploying Machine Learning: A Survey of Case Studies.
Andrei PaleyesRaoul-Gabriel UrmaNeil D. LawrencePublished in: ACM Comput. Surv. (2023)
Keyphrases
- case study
- machine learning
- lessons learned
- real world
- open source
- explanation based learning
- natural language processing
- supervised learning
- knowledge acquisition
- software engineering
- knowledge representation
- software development
- text classification
- decision trees
- machine learning algorithms
- machine learning methods
- key issues
- computational biology
- information extraction
- machine learning approaches
- artificial neural networks
- technical challenges
- application scenarios
- data mining projects
- information retrieval
- web based collaborative learning environments
- supervised machine learning
- interdisciplinary field
- statistical learning
- database
- knowledge engineering
- learning tasks
- knowledge management
- text mining
- knowledge discovery
- information technology
- computer science
- pattern recognition
- computer vision
- learning algorithm
- real time